How do operators use agents to publish video?
These teardowns are tagged video. Their summaries cover a YouTube audit, an editor and idea finder, titles and thumbnails from a transcript, episode prep, a recording turned into an upload the operator approves, and an improvement loop handed to an agent.
- $1.38 a Month After 4,807 Videos: How Masahiko Ebisuda handed five YouTube channels to an AI agent and why the supervised phase did better
Masahiko Ebisuda ran five language-learning YouTube channels from an automated pipeline for 19 months and 4,807 videos, then gave Claude Code full control of the improvement loop. Local metrics rose, its pivot cut monthly views to roughly one-eighth, and June 2026 revenue was $1.38.
- 90 to 95 percent of his GCI came from content: how William Zhang uses Claude Code to prep his YouTube videos
Austin agent William Zhang says 90 to 95 percent of his GCI came from content. For a week, Claude Code did his YouTube prep: competitor research, hooks, slide decks and thumbnail options. A one-week self-report.
- How Sean C Davis is trying to cut a 3-4 hour video publishing job to an hour with Claude Cowork
Sean C Davis built a Claude Cowork pipeline that turns a recorded video into a YouTube upload, a blog post and social drafts, and he approves every phase.
- How Bryan Collins uses Claude Code as the producer for his 861-video YouTube channel
Claude Code on the YouTube API audited 861 videos, rewrote 23 titles, found 100+ dead links and scheduled three weeks of uploads.
- How Nick Saraev built three YouTube workflows with Claude Code
An editor, an idea finder and a thumbnail matcher, all built by describing them to Claude Code. The editor cost about $25 in API costs.
- How Dheeraj Sharma turns a video transcript into a YouTube thumbnail with a 5-stage n8n pipeline
A Google Sheet queues the video; n8n turns the transcript into titles, concepts and a finished thumbnail in under 5 minutes.